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Brigitte Morello

AS2M
Group : PHM

Associate professor since 1985, first at the University of Lille1 Brigitte CHEBEL MORELLO came in 1993 to the University of Franche Comté in Besancon.


She teaches in the second year of the Graduate Institute of Technology (I U T) the information system and the ergonomic design website, and in master level gives lessons of diagnosis and knowledge management.

She makes research at the AS2M department (ex LAB), especially in the experience feedback from maintenance process in the enterprise and develops three complementary methods:


    Knowledge capitalization for equipment diagnosis and repair
    Knowledge data discovery in detection faults system
    Case based reasoning in a decision support systems

She is involved in two industrial projects with ALSTOM

    Project FAME (Fiabilité Accrue des Machines Embarquées) Augmented Reliability of Embedded Machines
    Project of optimizing maintenance costs

She put up a INTEREG IV project on the s-maintenance, in partnership with EPFL (Ecole Polytechnique Fédérale de Lausanne ) and LIFC (Laboratoire d'Informatique de Franche-Comte) and Swiss and French enterprise.

She is currently for two years, the head of the research group of COSMI to replace Professor Zerhouni, who created an innovative company on the issue of team ema@systec .

You can find here my publication list. If you want to obtain a copy of one of them and you can not obtain it otherwise, please contact me

Publication list :

Category article
2016
  • Feature Selection for fault detection systems : application to the Tennessee Eastman Process
    Applied Intelligence (Volume 44, Issue (1), jan 2016, Pages :111 - 122)
    Morello, Brigitte | Malinowski, Simon | Senoussi, Hafida
    pdf | doi | bibtex
  • Remaining Useful Life estimation based on Support Vector Regression
    IEEE Transactions on Industrial Electronics (Issue (99), oct 2016, Pages :1 - 1)
    Khelif, Racha | Morello, Brigitte | Malinowski, Simon | LAAJILI, Emna | Fnaiech, Farhat | Zerhouni, Noureddine
    doi | bibtex
  • Apport diagnostique des réseaux de neurones artificiels dans les tumeurs de Spitz de l’enfant et de l’adulte
    Annales de Dermatologie et de Vénéréologie (Volume 143, Issue (12), dec 2016, Pages :S240)
    Henriet, Julien | Monnin-Devalland, C. | Morello, Brigitte | Zerhouni, Noureddine
    pdf | doi | bibtex
2015
  • Accurate bearing remaining useful life prediction based on Weibull distribution and artificial neural network
    Mechanical Systems and Signal Processing (MSSP) (Volume 56-57, may 2015, Pages :150 - 172)
    JAHOUER, Ben Ali | Morello, Brigitte | Saidi, Lotfi | Malinowski, Simon | Fnaiech, Farhat
    pdf | doi | bibtex
  • Application of empirical mode decomposition and artificial neural network for automatic bearing fault diagnosis based on vibration signals.
    Applied Acoustics (Volume 89, mar 2015, Pages :16-27)
    JAHOUER, Ben Ali | Fnaiech, Nader | Saidi, Lotfi | Morello, Brigitte | Fnaiech, Farhat
    pdf | doi | bibtex
  • Remaining Useful Life estimation based on discriminating shapelet extraction.
    Reliability Engineering & System Safety (Volume 142, oct 2015, Pages :279 - 288)
    Malinowski, Simon | Morello, Brigitte | Zerhouni, Noureddine
    pdf | doi | bibtex
  • Linear feature selection and classification using PNN and SFAM neural networks for a nearly online diagnosis of bearing naturally progressing degradations
    Engineering Applications of Artificial Intelligence (Volume 42 , jun 2015, Pages :67 - 81)
    JAHOUER, Ben Ali | Saidi, Lotfi | Mouelhi, Aymen | Morello, Brigitte | Fnaiech, Farhat
    pdf | doi | bibtex
  • Case-based maintenance : Structuring and incrementing the Case
    Knowledge-Based Systems (Volume 88, nov 2015, Pages :165 - 183)
    Morello, Brigitte | HAOUCHINE, Mohamed Karim | Zerhouni, Noureddine
    pdf | doi | bibtex
2014
  • PETRA : Process Evolution using a TRAce‐based system on a Maintenance Platform
    Knowledge-Based Systems (Volume 68, sep 2014, Pages :21 - 39)
    Karray, Hedi | Morello, Brigitte | Zerhouni, Noureddine
    pdf | doi | bibtex
2013
  • EQUIVOX: an example of adaptation using an artificial neural network on a case-based reasoning platform
    Biomedical Engineering: Applications, Basis and Communications (Volume 25, Issue (02), apr 2013, Pages :1350027: 13 pages)
    Henriet, Julien | Morello, Brigitte | Salomon, Michel | Farah, Jad | Laurent, Rémy | Sauget, Marc | Broggio, David | Franck, Didier | Makovicka, Libor
    pdf | doi | bibtex
  • Reutilization of diagnostic cases by adaptation of knowledge models
    Engineering Applications of Artificial Intelligence (Volume 26, Issue (10), nov 2013, Pages :2559-2573)
    Morello, Brigitte | HAOUCHINE, Mohamed Karim | Zerhouni, Noureddine
    pdf | doi | bibtex
2012
  • A Formal Ontology for Semantics in Maintenance Platforms.
    Applied Ontology (Volume 7, Issue (3), sep 2012, Pages :269-310)
    Karray, Hedi | Morello, Brigitte | Zerhouni, Noureddine
    pdf | doi | bibtex
2011
  • Development of a New CBR-Based Platform for Human Contamination Emergency Situations
    Radiation Protection Dosimetry (Volume 144, Issue (1-4), mar 2011, Pages :564 - 570)
    Farah, Jad | Laurent, Rémy | Fontaine, E. | Henriet, Julien | Morello, Brigitte | Sauget, Marc | Salomon, Michel | Makovicka, Libor | Franck, Didier
    doi | bibtex
2010
  • Feasibilty study of a new platform based on the Case-Based Reasoning priciples to efficiently search and store voxel phantoms
    Radioprotection (Volume 45, Issue (1), jan 2010, Pages :67 - 82)
    Henriet, Julien | Farah, Jad | Morello, Brigitte | Bopp, Maurice | Broggio, David | Makovicka, Libor
    doi | bibtex
Category inproceedings
2015
  • Prognostics of Health Status of Multi-component Systems With Degradation Interactions.
    6th International Conference on Industrial Engineering and Systems Management, IESM'15. / Seville - ESPAGNE (Publisher : IEEE, 2015, Pages pages 870-875)
    HAFSA, Wael | Morello, Brigitte | Varnier, Christophe | Medjaher, Kamal | Zerhouni, Noureddine
    doi | bibtex
2014
  • Unsupervised Kernel Regression Modeling Approach for RUL Prediction.
    Second European Conference of the Prognostics and Health Management Society, PHM'14. / Nantes (2014, Pages pages 1-7)
    Khelif, Racha | Malinowski, Simon | Morello, Brigitte | Zerhouni, Noureddine
    pdf | bibtex
  • RUL prediction based on a new similarity-instance based approach.
    23rd International Symposium on Industrial Electronics, ISIE'14. / Istanbul - TURQUIE (2014, Pages pages 2463-2468)
    Khelif, Racha | Malinowski, Simon | Morello, Brigitte | Zerhouni, Noureddine
    pdf | doi | bibtex
  • Application of Feature Reduction Techniques for Automatic Bearing Degradation Assessment
    IEEE International Conference on Electrical Sciences and Technologies, CISTEM'14. / Tunis - Tunisie (2014, Pages pages (6 pages))
    JAHOUER, Ben Ali | Saidi, Lotfi | Mouelhi, Aymen | Morello, Brigitte | Fnaiech, Farhat
    pdf | doi | bibtex
  • Shapelet-based remaining useful life estimation.
    IEEE International Conference on Automation Science and Engineering, CASE'14. / Taipei - Taiwan. (Publisher : IEEE, 2014, Pages pages 794-799)
    Malinowski, Simon | Morello, Brigitte | Zerhouni, Noureddine
    pdf | doi | bibtex
2013
  • Memory tracking of the health state of Smart products in their lifecycle.
    International Conference on Industrial Engineering and Systems Management, IESM'13. / Rabat - Maroc (2013, Pages pages 1-7)
    Morello, Brigitte | Ghaouar, Beyram | Varnier, Christophe | Zerhouni, Noureddine
    pdf | bibtex
2012
  • Adapting numerical representations of lung contours using Case-Based Reasoning and Artificial Neural Networks
    ICCBR 2012, 20-th Int. Conf. on Case-Based Reasoning / Lyon, France (Volume 7466, 2012, Pages pages 137 - 151)
    Henriet, Julien | Leni, Pierre-Emmanuel | Laurent, Rémy | Roxin, Ana | Morello, Brigitte | Salomon, Michel | Farah, Jad | Broggio, David | Franck, Didier | Makovicka, Libor
    bibtex
  • A Trace based system for decision activities in CBM Process.
    Information Control Problems in Manufacturing. / Bucharest, Roumanie (Volume sur CD ROM, 2012, Pages pages 1-6)
    Karray, Hedi | Morello, Brigitte | Zerhouni, Noureddine
    pdf | bibtex
  • PRONOSTIA : An experimental platform for bearings accelerated degradation tests
    Conference on Prognostics and Health Management. / Denver, Colorado, États-Unis (Publisher : IEEE, Volume sur CD ROM, 2012, Pages pages 1-8)
    Nectoux, Patrick | Gouriveau, Rafael | Medjaher, Kamal | Ramasso, Emmanuel | Morello, Brigitte | Zerhouni, Noureddine | Varnier, Christophe
    pdf | bibtex
2011
  • A component based system for S-maintenance
    INDIN'11, Conference on Industrial Informatics / Lisbon, Portugal (2011, Pages pages 519-526)
    Karray, Hedi | Morello, Brigitte | Lang, Christophe | Zerhouni, Noureddine
    doi | bibtex
  • A component based system for S-maintenance.
    Conference on Industrial Informatics, INDIN'11. / Caparica, Lisbon, Portugal (Volume 1, 2011, Pages pages 1-8)
    Karray, Hedi | Morello, Brigitte | Lang, Christophe | Zerhouni, Noureddine
    pdf | bibtex
  • A Formal Ontology for Industrial Maintenance.
    Terminology & Ontology : Theories and applications. / Annecy, France (Volume sur CD ROM, 2011, Pages pages 1-20)
    Karray, Hedi | Morello, Brigitte | Zerhouni, Noureddine
    pdf | bibtex
  • Feature selection and categorization to design reliable fault detection systems.
    Prognostics and Health Management Society, 2011. / Montr{\'e}al, Qu{\'e}bec, Canada (Volume sur CD ROM, 2011, Pages pages 257-266)
    Senoussi, Hafida | Morello, Brigitte | Dena{\"\i}, M. | Zerhouni, Noureddine
    pdf | bibtex
2010
  • A contextual semantic mediator for a distributed cooperative maintenance platform.
    8th IEEE International Conference on Industrial Informatics. / Osaka, Japon (Volume sur CD ROM, 2010, Pages pages 181-188)
    Karray, Hedi | Morello, Brigitte | Zerhouni, Noureddine
    pdf | bibtex
  • An Ontology-based model for providing Semantic Maintenance.
    1st IFAC Workshop on Advanced Maintenance Engineering, Services and Technology. / Lisbonne, Portugal (Volume sur CD ROM, 2010, Pages pages 17-22)
    Matsokis, Aristeidis | Karray, Hedi | Morello, Brigitte | Kiritsis, Dimitris
    pdf | bibtex
Category misc
2011
  • EquiVox, projet T2IRM, Techniques Informatique Innovantes en Radiophysique Médicale
    (may 2011)
    Henriet, Julien | Makovicka, Libor | Sauget, Marc | Salomon, Michel | Broggio, David | Morello, Brigitte
    bibtex